Hyperbolic Graph Convolutional Neural Networks

28 October 2019

Papers citing "Hyperbolic Graph Convolutional Neural Networks"

50 / 296 papers shown

Title
Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation Shengyin Sun Chen Ma 37 2 0 13 May 2025
EHGCN: Hierarchical Euclidean-Hyperbolic Fusion via Motion-Aware GCN for Hybrid Event Stream Perception Haosheng chen Lian Luo Mengjingcheng Mo Zhanjie Wu Guobao Xiao Ji Gan Jiaxu Leng Xinbo Gao 27 0 0 23 Apr 2025
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 29 0 0 11 Apr 2025
Free Random Projection for In-Context Reinforcement Learning Tomohiro Hayase B. Collins Nakamasa Inoue 21 0 0 09 Apr 2025
Hyperbolic Category Discovery Yuanpei Liu Zhenqi He Kai Han 26 0 0 08 Apr 2025
Hyperbolic Diffusion Recommender Model Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 34 1 0 02 Apr 2025
Connecting the geometry and dynamics of many-body complex systems with message passing neural operators N. Gabriel N. Johnson George Em Karniadakis AI4CE 54 0 0 21 Feb 2025
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs Xinxin You Xien Liu Xue Yang Ziyi Wang Ji Wu 49 0 0 19 Feb 2025
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer Delvin Ce Zhang Menglin Yang Xiaobao Wu Jiasheng Zhang Hady W. Lauw 48 0 0 17 Feb 2025
Equivariant Masked Position Prediction for Efficient Molecular Representation Junyi An C. Qu Yun-Fei Shi XinHao Liu Qianwei Tang Fenglei Cao Yuan Qi 40 0 0 12 Feb 2025
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection Karish Grover Geoffrey J. Gordon Christos Faloutsos 70 0 0 12 Feb 2025
Spectro-Riemannian Graph Neural Networks Karish Grover Haiyang Yu Xiang Song Qi Zhu Han Xie V. Ioannidis Christos Faloutsos 63 1 0 01 Feb 2025
Multi-Order Hyperbolic Graph Convolution and Aggregated Attention for Social Event Detection Yao Liu Zhilan Liu Tien Ping Tan Yuxin Li 44 0 0 01 Feb 2025
A Geometric Perspective for High-Dimensional Multiplex Graphs K. Abdous Nairouz Mrabah Mohamed Bouguessa 73 0 0 29 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 47 0 0 17 Jan 2025
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms Chengyuan Deng Jie Gao Kevin Lu Feng Luo Hongbin Sun Cheng Xin 35 1 0 31 Dec 2024
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 94 0 0 02 Dec 2024
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 69 1 0 29 Nov 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 75 0 0 27 Nov 2024
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network Jongmin Park Seunghoon Han Jong-Ryul Lee Sungsu Lim 36 0 0 18 Nov 2024
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy Y. Lin Ronald R. Coifman Gal Mishne Ronen Talmon 40 2 0 28 Oct 2024
Spiking Graph Neural Network on Riemannian Manifolds Li Sun Zhenhao Huang Qiqi Wan Hao Peng Philip S. Yu GNN AI4CE 27 1 0 23 Oct 2024
Klein Model for Hyperbolic Neural Networks Yidan Mao Jing Gu Marcus C. Werner Dongmian Zou 24 0 0 22 Oct 2024
Siamese networks for Poincaré embeddings and the reconstruction of evolutionary trees Ciro Carvallo Hernán Bocaccio G. Mindlin Pablo Groisman 26 0 0 09 Oct 2024
Hyperbolic Fine-tuning for Large Language Models Menglin Yang Aosong Feng Bo Xiong Jihong Liu Irwin King Rex Ying 23 1 0 05 Oct 2024
Hyperbolic Image-and-Pointcloud Contrastive Learning for 3D Classification Naiwen Hu Haozhe Cheng Yifan Xie Pengcheng Shi Jihua Zhu 3DPC 34 0 0 24 Sep 2024
Consistent Spectral Clustering in Hyperbolic Spaces Sagar Ghosh Swagatam Das 13 0 0 14 Sep 2024
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks Debjyoti Mondal Rahul Mishra Chandan Pandey 29 0 0 10 Sep 2024
$Fitting trees to $\ell_1$-hyperbolic distances$ Fitting trees to $\ell_1$ -hyperbolic distances Joon-Hyeok Yim Anna C. Gilbert 28 0 0 02 Sep 2024
Hyperbolic Learning with Multimodal Large Language Models Paolo Mandica Luca Franco Konstantinos Kallidromitis Suzanne Petryk Fabio Galasso 44 1 0 09 Aug 2024
Alleviating Over-Smoothing via Aggregation over Compact Manifolds Dongzhuoran Zhou Hui Yang Bo Xiong Yue Ma Evgeny Kharlamov 41 0 0 27 Jul 2024
A Geometry-Aware Algorithm to Learn Hierarchical Embeddings in Hyperbolic Space Zhangyu Wang Lantian Xu Zhifeng Kong Weilong Wang Xuyu Peng Enyang Zheng 31 0 0 23 Jul 2024
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization Yifei Yang Wonjun Lee Dongmian Zou Gilad Lerman 32 2 0 15 Jul 2024
HC-GLAD: Dual Hyperbolic Contrastive Learning for Unsupervised Graph-Level Anomaly Detection Yali Fu Jindong Li Jiahong Liu Qianli Xing Qi Wang Irwin King 45 2 0 02 Jul 2024
Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System Xin Yang Heng Chang Zhijian Lai Jinze Yang Xingrun Li Yu Lu Shuaiqiang Wang Dawei Yin Erxue Min 25 1 0 25 Jun 2024
Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach Yicong Li Yu Yang Jiannong Cao Shuaiqi Liu Haoran Tang Guandong Xu 35 4 0 19 Jun 2024
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 49 3 0 19 Jun 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho R. Hoehndorf Yuan He Ian Horrocks 50 4 0 16 Jun 2024
Disentangled Hyperbolic Representation Learning for Heterogeneous Graphs Qijie Bai Changli Nie Haiwei Zhang Zhicheng Dou Xiaojie Yuan 43 0 0 14 Jun 2024
Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook Yusif Ibrahimov Tarique Anwar Tommy Yuan 39 3 0 10 Jun 2024
Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance Roya Aliakbarisani Robert Jankowski M. Á. Serrano Marián Boguná 36 0 0 04 Jun 2024
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE Jiaxu Liu Xinping Yi Sihao Wu Xiangyu Yin Tianle Zhang Xiaowei Huang Shi Jin 40 0 0 03 Jun 2024
Matrix Manifold Neural Networks++ Xuan Son Nguyen Shuo Yang A. Histace 32 5 0 29 May 2024
Convex Relaxation for Solving Large-Margin Classifiers in Hyperbolic Space Sheng Yang Peihan Liu C. Pehlevan 31 0 0 27 May 2024
Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks Jialin Zhao Yingtao Zhang Xinghang Li Huaping Liu C. Cannistraci 28 1 0 24 May 2024
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering Li Sun Zhenhao Huang Hao Peng Yujie Wang Chunyang Liu Philip S. Yu GNN 45 11 0 20 May 2024
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization Rui Li Chaozhuo Li Yanming Shen Zeyu Zhang Xu Chen 43 2 0 14 May 2024
Hyperbolic Geometric Latent Diffusion Model for Graph Generation Xingcheng Fu Yisen Gao Yuecen Wei Qingyun Sun Hao Peng Jianxin Li Xianxian Li 31 4 0 06 May 2024
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND Qiyu Kang Kai Zhao Qinxu Ding Feng Ji Xuhao Li Wenfei Liang Yang Song Wee Peng Tay 43 8 0 26 Apr 2024
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing Kartik Narayan Vishal M. Patel CVBM 41 1 0 22 Apr 2024